Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
ML-SpecQD: Multi-Level Speculative Decoding with Quantized Drafts
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.13565.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T15:48:05.456995Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 7daf7aec-f455-4b17-8072-cdc50c4c68b1 · inbound
Speculative Decoding Meets Quantization: Compatibility Evaluation and Hierarchical Framework Design cites this paper.
Speculative Decoding Meets Quantization: Compatibility Evaluation and Hierarchical Framework Design ML-SpecQD: Multi-Level Speculative Decoding with Quantized Drafts
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:18:29.996636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9cb5908-6f59-4772-9756-0a9849356ca0 · inbound
Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match cites this paper.
Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match ML-SpecQD: Multi-Level Speculative Decoding with Quantized Drafts
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T05:09:03.485715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c2dce3a6-ff41-4567-90e6-4c0cde576dbd · inbound
ELMoE-3D: Leveraging Intrinsic Elasticity of MoE for Hybrid-Bonding-Enabled Self-Speculative Decoding in On-Premises Serving cites this paper.
ELMoE-3D: Leveraging Intrinsic Elasticity of MoE for Hybrid-Bonding-Enabled Self-Speculative Decoding in On-Premises Serving ML-SpecQD: Multi-Level Speculative Decoding with Quantized Drafts
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T11:30:18.564623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e2a5fd51-86bb-4174-ac5a-06cfceb98388 · inbound
Extreme Low-Bit Inference in Reasoning Models: Failure Modes and Targeted Recovery cites this paper.
Extreme Low-Bit Inference in Reasoning Models: Failure Modes and Targeted Recovery ML-SpecQD: Multi-Level Speculative Decoding with Quantized Drafts
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T23:26:21.876133Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 85835bdf-8a21-4e13-bce0-e53038b268d5 · inbound
EdgeXpert: An Edge Device for Memory-Efficient LLM Inference with Mixture-of-Experts and Speculative Decoding cites this paper.
EdgeXpert: An Edge Device for Memory-Efficient LLM Inference with Mixture-of-Experts and Speculative Decoding ML-SpecQD: Multi-Level Speculative Decoding with Quantized Drafts
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T15:48:05.456995Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.